{"id":"W4308515736","doi":"10.5334/ijic.icic22063","title":"Patient Navigation to Improve Hospital to Home Transitions for Older Adults with Complex Needs and their Circle of Care","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Primary care; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009643333,0.0001156132,0.0002320319,0.0003673575,0.0002152606,0.0000157274,0.0001937086,0.00004664665,0.00009461164],"category_scores_gemma":[0.00003765912,0.00009163912,0.000105697,0.0002646047,0.00002138333,0.00008852981,0.00004584094,0.0002994721,0.000001009886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006155498,"about_ca_system_score_gemma":0.0003613731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002698544,"about_ca_topic_score_gemma":0.00007925164,"domain_scores_codex":[0.9987985,0.0000793446,0.0004832573,0.0001307004,0.0003506074,0.0001576035],"domain_scores_gemma":[0.9957429,0.00009661911,0.0003083591,0.0000881501,0.003646004,0.000117954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005376053,0.0002331686,0.008159176,0.0003147715,0.0003338349,0.00002187483,0.8177326,0.001246258,0.004777066,0.0001541781,0.006412868,0.1552382],"study_design_scores_gemma":[0.002702276,0.004654901,0.02321733,0.0009106856,0.00004216989,0.0000294614,0.9615397,0.00003840595,0.001671257,0.00004410187,0.00498092,0.0001688276],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902471,0.0002551883,0.002444288,0.002202922,0.001787534,0.0007874804,0.002179154,0.00001211006,0.00008425772],"genre_scores_gemma":[0.998305,0.000003726979,0.0006867433,0.0003035793,0.0001489303,0.0001146565,0.0003998798,0.00001981311,0.0000176965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1550694,"threshold_uncertainty_score":0.3736935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008275759321735923,"score_gpt":0.3013157385396349,"score_spread":0.293039979217899,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}